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Chapman & Hall/CRC The R Series


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Hands-On Machine Learning with R

Hands-On Machine Learning with R

1st Edition

Forthcoming

Brad Boehmke, Brandon M. Greenwell
November 21, 2019

Hands-on Machine Learning with R provides a practical and applied approach to learning and developing intuition into today’s most popular machine learning methods. This book serves as a practitioner’s guide to the machine learning process and is meant to help the reader learn to apply the machine...

Dose-Response Analysis Using R

Dose-Response Analysis Using R

1st Edition

Christian Ritz, Signe Marie Jensen, Daniel Gerhard, Jens Carl Streibig
July 17, 2019

Nowadays the term dose-response is used in many different contexts and many different scientific disciplines including agriculture, biochemistry, chemistry, environmental sciences, genetics, pharmacology, plant sciences, toxicology, and zoology. In the 1940 and 1950s, dose-response analysis was...

Advanced R, Second Edition

Advanced R, Second Edition

2nd Edition

Hadley Wickham
May 30, 2019

Advanced R helps you understand how R works at a fundamental level. It is designed for R programmers who want to deepen their understanding of the language, and programmers experienced in other languages who want to understand what makes R different and special. This book will teach you the...

Geocomputation with R

Geocomputation with R

1st Edition

Robin Lovelace, Jakub Nowosad, Jannes Muenchow
March 25, 2019

Geocomputation with R is for people who want to analyze, visualize and model geographic data with open source software. It is based on R, a statistical programming language that has powerful data processing, visualization, and geospatial capabilities. The book equips you with the knowledge and...

Statistical Computing with R, Second Edition

Statistical Computing with R, Second Edition

2nd Edition

Maria L. Rizzo
March 06, 2019

Praise for the First Edition: ". . . the book serves as an excellent tutorial on the R language, providing examples that illustrate programming concepts in the context of practical computational problems. The book will be of great interest for all specialists working on computational statistics and...

Spatio-Temporal Statistics with R

Spatio-Temporal Statistics with R

1st Edition

Christopher K. Wikle, Andrew Zammit-Mangion, Noel Cressie
February 18, 2019

The world is becoming increasingly complex, with larger quantities of data available to be analyzed. It so happens that much of these "big data" that are available are spatio-temporal in nature, meaning that they can be indexed by their spatial locations and time stamps. Spatio-Temporal Statistics...

Practical R for Mass Communication and Journalism

Practical R for Mass Communication and Journalism

1st Edition

Sharon Machlis
December 26, 2018

Do you want to use R to tell stories? This book was written for you—whether you already know some R or have never coded before. Most R texts focus only on programming or statistical theory. Practical R for Mass Communication and Journalism gives you ideas, tools, and techniques for incorporating...

Analyzing Baseball Data with R, Second Edition

Analyzing Baseball Data with R, Second Edition

2nd Edition

Max Marchi, Jim Albert, Benjamin S. Baumer
December 03, 2018

Analyzing Baseball Data with R Second Edition introduces R to sabermetricians, baseball enthusiasts, and students interested in exploring the richness of baseball data. It equips you with the necessary skills and software tools to perform all the analysis steps, from importing the data to...

R Graphics, Third Edition

R Graphics, Third Edition

3rd Edition

Paul Murrell
November 29, 2018

This third edition of Paul Murrell’s classic book on using R for graphics represents a major update, with a complete overhaul in focus and scope. It focuses primarily on the two core graphics packages in R - graphics and grid - and has a new section on integrating graphics. This section includes...

Reproducible Finance with R: Code Flows and Shiny Apps for Portfolio Analysis

Reproducible Finance with R: Code Flows and Shiny Apps for Portfolio Analysis

1st Edition

Jonathan K. Regenstein, Jr.
October 08, 2018

Reproducible Finance with R: Code Flows and Shiny Apps for Portfolio Analysis is a unique introduction to data science for investment management that explores the three major R/finance coding paradigms, emphasizes data visualization, and explains how to build a cohesive suite of functioning Shiny...

Displaying Time Series, Spatial, and Space-Time Data with R

Displaying Time Series, Spatial, and Space-Time Data with R

2nd Edition

Oscar Perpinan Lamigueiro
August 14, 2018

Focusing on the exploration of data with visual methods, Displaying Time Series, Spatial, and Space-Time Data with R, Second Edition, presents methods and R code for producing high-quality static graphics, interactive visualizations, and animations of time series, spatial, and space-time data....

R Markdown: The Definitive Guide

R Markdown: The Definitive Guide

1st Edition

Yihui Xie, J.J. Allaire, Garrett Grolemund
July 17, 2018

R Markdown: The Definitive Guide is the first official book authored by the core R Markdown developers that provides a comprehensive and accurate reference to the R Markdown ecosystem. With R Markdown, you can easily create reproducible data analysis reports, presentations, dashboards, interactive...

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